The graph represents a network of 808 Twitter users whose tweets in the requested range contained "civictech", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 16 September 2021 at 15:25 UTC.
The requested start date was Thursday, 16 September 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 13-day, 22-hour, 3-minute period from Thursday, 02 September 2021 at 00:33 UTC to Wednesday, 15 September 2021 at 22:37 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
The graph is directed.
The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Author Description
Vertices : 808
Unique Edges : 761
Edges With Duplicates : 1790
Total Edges : 2551
Number of Edge Types : 5
Tweet : 240
Retweet : 671
MentionsInRetweet : 1214
Mentions : 385
Replies to : 41
Self-Loops : 261
Reciprocated Vertex Pair Ratio : 0.0657578187650361
Reciprocated Edge Ratio : 0.123401053423627
Connected Components : 106
Single-Vertex Connected Components : 37
Maximum Vertices in a Connected Component : 365
Maximum Edges in a Connected Component : 1562
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.22999
Graph Density : 0.00203816850086496
Modularity : 0.463082
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 808 Twitter users whose tweets in the requested range contained "civictech", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 16 September 2021 at 15:25 UTC.
The requested start date was Thursday, 16 September 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 13-day, 22-hour, 3-minute period from Thursday, 02 September 2021 at 00:33 UTC to Wednesday, 15 September 2021 at 22:37 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : civictech
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[89] financé,par [88] j'ai,plaisir [88] plaisir,annoncer [88] annoncer,suis [88] suis,lauréate [88] lauréate,projet [88] projet,connexions [88] connexions,citoyennes [88] citoyennes,cfimedias [88] cfimedias,financé Top Word Pairs in Tweet in G1:
[26] civic,tech [24] opening,plenary [22] 13th,september [21] marks,very [21] very,first [21] first,session [21] session,#ctif21 [19] #diyafrica,#ctif21 [18] september,marks [18] #ctif21,delighted Top Word Pairs in Tweet in G2:
[19] civic,tech [12] national,day [11] month,codeforamerica [11] codeforamerica,hosts [11] hosts,9th [11] 9th,annual [11] annual,national [11] day,#civichacking [11] register,sept [11] sept,15 Top Word Pairs in Tweet in G3:
[88] j'ai,plaisir [88] plaisir,annoncer [88] annoncer,suis [88] suis,lauréate [88] lauréate,projet [88] projet,connexions [88] connexions,citoyennes [88] citoyennes,cfimedias [88] cfimedias,financé [88] financé,par Top Word Pairs in Tweet in G4:
[53] speaker,alert [40] nokuzola_sa,speaker [30] alert,join [30] join,team [30] team,free [30] free,sanitary [30] sanitary,pads [30] pads,npc [30] npc,founding [30] founding,director Top Word Pairs in Tweet in G5:
[15] #govtech,#civictech [11] #stateandlocal,#governmentit [9] #civictech,#stateandlocal [9] #publicsector,#cio [8] #governmentit,#localgov [8] #enterprisesoftware,#publicsector [8] #cio,#statelocalit [6] #localgov,#enterprisesoftware [5] ãƒ,ム[3] meet,digital Top Word Pairs in Tweet in G6:
[24] #civictech,#policing [17] #oss,#civictech [11] #opensource,software [8] public,safety [7] #community,#civictech [6] use,open [5] browsers,great [5] great,example [5] example,#opensource [5] software,policing Top Word Pairs in Tweet in G7:
[29] #govtech,#civictech [10] granicus,blog [5] #civictech,#govmeetings [4] demand,webinar [4] #civictech,#civicengagement [4] icymi,granicus [3] webinar,learn [3] #civictech,#govdelivery [3] #govmeetings,#publicmeetings [3] #publicmeetings,#boardmeetings Top Word Pairs in Tweet in G8:
[6] congrats,mina_hsiang [6] mina_hsiang,such [6] such,fantastic [6] fantastic,news [6] news,#civictech [6] #civictech,america [6] america,historic [6] historic,first [6] first,woman [5] karadefrias,congrats Top Word Pairs in Tweet in G9:
[15] #nigeria,budgitng [15] budgitng,celebrates [15] decade,civic [15] civic,innovation [15] innovation,social [15] scale,#africa [14] osiwa1,#nigeria [11] celebrates,œa [11] œa,decade [11] social,impactâ Top Word Pairs in Tweet in G10:
[15] re,#hiring [15] re,looking [15] looking,exceptional [15] exceptional,web [15] web,developers [15] developers,work [15] work,pretty [15] pretty,exceptional [15] exceptional,open [11] weâ,re Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G6:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: